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[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "8", "budget": 5786 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004125", "normalized_example_id": "ex_004125", "source_idx": 4125, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7232, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "8", "budget": 7232 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004125", "normalized_example_id": "ex_004125", "source_idx": 4125, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7232, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\text{box 3}", "budget": 6038 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004126", "normalized_example_id": "ex_004126", "source_idx": 4126, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10063, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\text{box 3}", "budget": 8050 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004126", "normalized_example_id": "ex_004126", "source_idx": 4126, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10063, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\text{box 3}", "budget": 10063 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004126", "normalized_example_id": "ex_004126", "source_idx": 4126, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10063, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{9}{2}", "budget": 1489 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004127", "normalized_example_id": "ex_004127", "source_idx": 4127, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2481, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{9}{2}", "budget": 1985 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004127", "normalized_example_id": "ex_004127", "source_idx": 4127, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2481, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{9}{2}", "budget": 2481 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004127", "normalized_example_id": "ex_004127", "source_idx": 4127, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2481, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "21,61,101,141", "budget": 2341 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004129", "normalized_example_id": "ex_004129", "source_idx": 4129, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3901, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "21,61,101,141", "budget": 3121 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004129", "normalized_example_id": "ex_004129", "source_idx": 4129, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3901, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "21,61,101,141", "budget": 3901 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004129", "normalized_example_id": "ex_004129", "source_idx": 4129, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3901, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1018081", "budget": 1861 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004131", "normalized_example_id": "ex_004131", "source_idx": 4131, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3101, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1018081", "budget": 2481 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004131", "normalized_example_id": "ex_004131", "source_idx": 4131, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3101, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1018081", "budget": 3101 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004131", "normalized_example_id": "ex_004131", "source_idx": 4131, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3101, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{10\\pi - 12\\sqrt{3}}{9}", "budget": 5269 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004134", "normalized_example_id": "ex_004134", "source_idx": 4134, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8781, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{10\\pi - 12\\sqrt{3}}{9}", "budget": 7025 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004134", "normalized_example_id": "ex_004134", "source_idx": 4134, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8781, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{10\\pi - 12\\sqrt{3}}{9}", "budget": 8781 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004134", "normalized_example_id": "ex_004134", "source_idx": 4134, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8781, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{n(n+1)(n-1)(3n+2)}{24}", "budget": 3383 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004137", "normalized_example_id": "ex_004137", "source_idx": 4137, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5638, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{n(n+1)(n-1)(3n+2)}{24}", "budget": 4510 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004137", "normalized_example_id": "ex_004137", "source_idx": 4137, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5638, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{n(n+1)(n-1)(3n+2)}{24}", "budget": 5638 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004137", "normalized_example_id": "ex_004137", "source_idx": 4137, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5638, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "67", "budget": 4964 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004139", "normalized_example_id": "ex_004139", "source_idx": 4139, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8274, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "67", "budget": 6619 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004139", "normalized_example_id": "ex_004139", "source_idx": 4139, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8274, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "67", "budget": 8274 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004139", "normalized_example_id": "ex_004139", "source_idx": 4139, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8274, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0", "budget": 1189 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004141", "normalized_example_id": "ex_004141", "source_idx": 4141, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1981, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0", "budget": 1585 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004141", "normalized_example_id": "ex_004141", "source_idx": 4141, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1981, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0", "budget": 1981 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004141", "normalized_example_id": "ex_004141", "source_idx": 4141, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1981, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "8", "budget": 1703 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004146", "normalized_example_id": "ex_004146", "source_idx": 4146, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2839, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "8", "budget": 2271 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004146", "normalized_example_id": "ex_004146", "source_idx": 4146, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2839, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "8", "budget": 2839 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004146", "normalized_example_id": "ex_004146", "source_idx": 4146, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2839, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "x = y = z = 2", "budget": 4912 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004149", "normalized_example_id": "ex_004149", "source_idx": 4149, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8186, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "x = y = z = 2", "budget": 6549 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004149", "normalized_example_id": "ex_004149", "source_idx": 4149, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8186, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "x = y = z = 2", "budget": 8186 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004149", "normalized_example_id": "ex_004149", "source_idx": 4149, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8186, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3^{6567340}", "budget": 3020 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004151", "normalized_example_id": "ex_004151", "source_idx": 4151, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5033, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3^{6567340}", "budget": 4026 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004151", "normalized_example_id": "ex_004151", "source_idx": 4151, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5033, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3^{6567340}", "budget": 5033 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004151", "normalized_example_id": "ex_004151", "source_idx": 4151, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5033, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4032", "budget": 695 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004152", "normalized_example_id": "ex_004152", "source_idx": 4152, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1159, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4032", "budget": 927 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004152", "normalized_example_id": "ex_004152", "source_idx": 4152, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1159, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4032", "budget": 1159 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004152", "normalized_example_id": "ex_004152", "source_idx": 4152, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1159, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "625", "budget": 3247 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004153", "normalized_example_id": "ex_004153", "source_idx": 4153, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5411, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "625", "budget": 4329 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004153", "normalized_example_id": "ex_004153", "source_idx": 4153, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5411, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "625", "budget": 5411 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004153", "normalized_example_id": "ex_004153", "source_idx": 4153, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5411, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{96}{41}", "budget": 3662 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004156", "normalized_example_id": "ex_004156", "source_idx": 4156, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6103, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{96}{41}", "budget": 4882 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004156", "normalized_example_id": "ex_004156", "source_idx": 4156, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6103, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{96}{41}", "budget": 6103 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004156", "normalized_example_id": "ex_004156", "source_idx": 4156, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6103, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\pi", "budget": 3243 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004158", "normalized_example_id": "ex_004158", "source_idx": 4158, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5405, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\pi", "budget": 4324 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004158", "normalized_example_id": "ex_004158", "source_idx": 4158, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5405, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\pi", "budget": 5405 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004158", "normalized_example_id": "ex_004158", "source_idx": 4158, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5405, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4", "budget": 881 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004159", "normalized_example_id": "ex_004159", "source_idx": 4159, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1468, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4", "budget": 1174 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004159", "normalized_example_id": "ex_004159", "source_idx": 4159, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1468, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4", "budget": 1468 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004159", "normalized_example_id": "ex_004159", "source_idx": 4159, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1468, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{2}{3}", "budget": 688 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004160", "normalized_example_id": "ex_004160", "source_idx": 4160, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1146, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{2}{3}", "budget": 917 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004160", "normalized_example_id": "ex_004160", "source_idx": 4160, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1146, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{2}{3}", "budget": 1146 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004160", "normalized_example_id": "ex_004160", "source_idx": 4160, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1146, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "463", "budget": 2117 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004164", "normalized_example_id": "ex_004164", "source_idx": 4164, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3528, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "463", "budget": 2822 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004164", "normalized_example_id": "ex_004164", "source_idx": 4164, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3528, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "463", "budget": 3528 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004164", "normalized_example_id": "ex_004164", "source_idx": 4164, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3528, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "Index", "budget": 4012 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004166", "normalized_example_id": "ex_004166", "source_idx": 4166, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6686, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "Index", "budget": 5349 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004166", "normalized_example_id": "ex_004166", "source_idx": 4166, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6686, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "Index", "budget": 6686 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004166", "normalized_example_id": "ex_004166", "source_idx": 4166, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6686, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "143", "budget": 1807 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004167", "normalized_example_id": "ex_004167", "source_idx": 4167, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3011, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "143", "budget": 2409 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004167", "normalized_example_id": "ex_004167", "source_idx": 4167, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3011, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "143", "budget": 3011 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004167", "normalized_example_id": "ex_004167", "source_idx": 4167, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3011, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{\\pi}{3}+\\frac{\\sqrt{3}}{2}", "budget": 3102 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004169", "normalized_example_id": "ex_004169", "source_idx": 4169, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5170, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{\\pi}{3}+\\frac{\\sqrt{3}}{2}", "budget": 4136 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004169", "normalized_example_id": "ex_004169", "source_idx": 4169, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5170, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{\\pi}{3}+\\frac{\\sqrt{3}}{2}", "budget": 5170 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004169", "normalized_example_id": "ex_004169", "source_idx": 4169, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5170, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "27", "budget": 4120 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004170", "normalized_example_id": "ex_004170", "source_idx": 4170, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6867, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "27", "budget": 5494 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004170", "normalized_example_id": "ex_004170", "source_idx": 4170, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6867, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "27", "budget": 6867 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004170", "normalized_example_id": "ex_004170", "source_idx": 4170, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6867, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "660", "budget": 1368 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004173", "normalized_example_id": "ex_004173", "source_idx": 4173, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2280, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "660", "budget": 1824 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004173", "normalized_example_id": "ex_004173", "source_idx": 4173, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2280, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "660", "budget": 2280 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004173", "normalized_example_id": "ex_004173", "source_idx": 4173, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2280, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0.49", "budget": 2348 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004176", "normalized_example_id": "ex_004176", "source_idx": 4176, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3913, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0.49", "budget": 3130 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004176", "normalized_example_id": "ex_004176", "source_idx": 4176, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3913, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0.49", "budget": 3913 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004176", "normalized_example_id": "ex_004176", "source_idx": 4176, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3913, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "n \\equiv 1 \\pmod{3}", "budget": 5785 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004178", "normalized_example_id": "ex_004178", "source_idx": 4178, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9641, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "n \\equiv 1 \\pmod{3}", "budget": 7713 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004178", "normalized_example_id": "ex_004178", "source_idx": 4178, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9641, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "n \\equiv 1 \\pmod{3}", "budget": 9641 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004178", "normalized_example_id": "ex_004178", "source_idx": 4178, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9641, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "f(n)=n^{3}", "budget": 4318 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004180", "normalized_example_id": "ex_004180", "source_idx": 4180, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7196, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "f(n)=n^{3}", "budget": 5757 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004180", "normalized_example_id": "ex_004180", "source_idx": 4180, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7196, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "f(n)=n^{3}", "budget": 7196 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004180", "normalized_example_id": "ex_004180", "source_idx": 4180, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7196, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "27", "budget": 1882 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004181", "normalized_example_id": "ex_004181", "source_idx": 4181, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3136, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "27", "budget": 2509 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004181", "normalized_example_id": "ex_004181", "source_idx": 4181, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3136, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "27", "budget": 3136 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004181", "normalized_example_id": "ex_004181", "source_idx": 4181, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3136, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "112", "budget": 2098 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004182", "normalized_example_id": "ex_004182", "source_idx": 4182, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3497, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "112", "budget": 2798 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004182", "normalized_example_id": "ex_004182", "source_idx": 4182, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3497, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "112", "budget": 3497 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004182", "normalized_example_id": "ex_004182", "source_idx": 4182, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3497, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\sqrt{10}", "budget": 1862 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004183", "normalized_example_id": "ex_004183", "source_idx": 4183, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3103, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\sqrt{10}", "budget": 2482 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004183", "normalized_example_id": "ex_004183", "source_idx": 4183, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3103, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\sqrt{10}", "budget": 3103 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004183", "normalized_example_id": "ex_004183", "source_idx": 4183, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3103, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "5\\pi", "budget": 2586 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004184", "normalized_example_id": "ex_004184", "source_idx": 4184, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4310, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "5\\pi", "budget": 3448 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004184", "normalized_example_id": "ex_004184", "source_idx": 4184, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4310, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "5\\pi", "budget": 4310 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004184", "normalized_example_id": "ex_004184", "source_idx": 4184, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4310, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "a_{n}=\\frac{\\sqrt{3}+2}{2 \\sqrt{3}}(1+\\sqrt{3})^{n}+\\frac{\\sqrt{3}-2}{2 \\sqrt{3}}(1-\\sqrt{3})^{n}", "budget": 4373 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004185", "normalized_example_id": "ex_004185", "source_idx": 4185, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7289, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "a_{n}=\\frac{\\sqrt{3}+2}{2 \\sqrt{3}}(1+\\sqrt{3})^{n}+\\frac{\\sqrt{3}-2}{2 \\sqrt{3}}(1-\\sqrt{3})^{n}", "budget": 5831 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004185", "normalized_example_id": "ex_004185", "source_idx": 4185, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7289, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "a_{n}=\\frac{\\sqrt{3}+2}{2 \\sqrt{3}}(1+\\sqrt{3})^{n}+\\frac{\\sqrt{3}-2}{2 \\sqrt{3}}(1-\\sqrt{3})^{n}", "budget": 7289 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004185", "normalized_example_id": "ex_004185", "source_idx": 4185, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7289, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3", "budget": 3413 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004186", "normalized_example_id": "ex_004186", "source_idx": 4186, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5689, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3", "budget": 4551 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004186", "normalized_example_id": "ex_004186", "source_idx": 4186, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5689, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3", "budget": 5689 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004186", "normalized_example_id": "ex_004186", "source_idx": 4186, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5689, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(0,0,0,0)", "budget": 2247 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004188", "normalized_example_id": "ex_004188", "source_idx": 4188, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3745, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(0,0,0,0)", "budget": 2996 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004188", "normalized_example_id": "ex_004188", "source_idx": 4188, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3745, ...